{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 12.2 网站分析"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/wiki/Wikipedia:Protection_policy#semi\n",
      "#mw-head\n",
      "#p-search\n",
      "/wiki/Main_Page\n",
      "/wiki/Wikipedia:About\n",
      "/wiki/Wikipedia_(disambiguation)\n",
      "/wiki/File:Wikipedia-logo-v2.svg\n",
      "/wiki/File:Wikipedia_wordmark.svg\n",
      "/wiki/Logo_of_Wikipedia\n",
      "/wiki/Glyph\n",
      "/wiki/Writing_systems\n",
      "#cite_note-1\n",
      "/wiki/File:Wikipedia_Main_Page.png\n",
      "/wiki/Main_Page\n",
      "/wiki/Internet_encyclopedia\n",
      "/wiki/Wikimedia_Foundation\n",
      "/wiki/Jimmy_Wales\n",
      "/wiki/Larry_Sanger\n",
      "#cite_note-Sidener-2\n",
      "/wiki/Slogan\n",
      "https://www.wikipedia.org\n",
      "/wiki/Alexa_Internet\n",
      "http://www.alexa.com/siteinfo/wikipedia.org\n",
      "//en.wikipedia.org/w/index.php?title=Wikipedia&action=edit\n",
      "#cite_note-3\n",
      "/wiki/Registered_user\n",
      "/wiki/List_of_Wikipedias#Grand_total\n",
      "#cite_note-4\n",
      "/wiki/List_of_Wikipedias#Grand_total\n",
      "/wiki/Creative_Commons_licenses\n",
      "/wiki/GFDL\n",
      "/wiki/LAMP_(software_bundle)\n",
      "#cite_note-roadchap-5\n",
      "/wiki/OCLC\n",
      "//www.worldcat.org/oclc/52075003\n",
      "//upload.wikimedia.org/wikipedia/commons/0/01/GT_Wikipedia_BE.ogg\n",
      "/wiki/File:GT_Wikipedia_BE.ogg\n",
      "/wiki/Help:IPA_for_English\n",
      "//upload.wikimedia.org/wikipedia/commons/4/4c/GT_Wikipedia_AE.ogg\n",
      "/wiki/File:GT_Wikipedia_AE.ogg\n",
      "/wiki/Help:IPA_for_English\n",
      "/wiki/Help:Pronunciation_respelling_key\n",
      "/wiki/Online_encyclopedia\n",
      "#cite_note-6\n",
      "/wiki/Reference_work\n",
      "#cite_note-Tancer-7\n",
      "#cite_note-Woodson-8\n",
      "#cite_note-9\n",
      "#cite_note-Alexa_siteinfo-10\n",
      "/wiki/Wikimedia_Foundation\n",
      "#cite_note-11\n",
      "#cite_note-12\n",
      "#cite_note-13\n",
      "/wiki/Jimmy_Wales\n",
      "/wiki/Larry_Sanger\n",
      "#cite_note-KockJungSyn2016-14\n",
      "https://en.wiktionary.org/wiki/Wikipedia\n",
      "#cite_note-MiliardWho-15\n",
      "#cite_note-J_Sidener-16\n",
      "/wiki/Portmanteau\n",
      "/wiki/Wiki\n",
      "#cite_note-18\n",
      "/wiki/Special:Statistics\n",
      "#cite_note-19\n",
      "/wiki/English_Wikipedia\n",
      "#cite_note-CBS-20\n",
      "//en.wikipedia.org/w/index.php?title=Wikipedia&action=edit\n",
      "#cite_note-small_screen-21\n",
      "/wiki/Wikipedia:Featured_Article\n",
      "/wiki/Wikipedia:Good_Article\n",
      "#cite_note-FMonday_feat_article_patterns_2-22\n",
      "#cite_note-IBM_feat_articles_hidden_pattern_2-23\n",
      "/wiki/Nature_(journal)\n",
      "/wiki/Encyclop%C3%A6dia_Britannica\n",
      "#cite_note-GilesJ2005Internet-24\n",
      "/wiki/Criticism_of_Wikipedia\n",
      "/wiki/Bias_in_Wikipedia\n",
      "#cite_note-EdwinBlack-25\n",
      "/wiki/Spin_(public_relations)\n",
      "#cite_note-Petrilli-26\n",
      "#History\n",
      "#Nupedia\n",
      "#Launch_and_early_growth\n",
      "#Milestones\n",
      "#Openness\n",
      "#Restrictions\n",
      "#Review_of_changes\n",
      "#Vandalism\n",
      "#Policies_and_laws\n",
      "#Content_policies_and_guidelines\n",
      "#Governance\n",
      "#Administrators\n",
      "#Dispute_resolution\n",
      "#Arbitration_Committee\n",
      "#Community\n",
      "#Diversity\n",
      "#Language_editions\n",
      "#Critical_reception\n",
      "#Accuracy_of_content\n",
      "#Medical_information\n",
      "#Quality_of_writing\n",
      "#Coverage_of_topics_and_systemic_bias\n",
      "#Coverage_of_topics_and_selection_bias\n",
      "#Systemic_bias\n",
      "#Identifying_the_filter-bubble_problem\n",
      "#Explicit_content\n",
      "#Privacy\n",
      "#Sexism\n",
      "#Operation\n",
      "#Wikimedia_Foundation_and_Wikimedia_movement_affiliates\n",
      "#Software_operations_and_support\n",
      "#Automated_editing\n",
      "#Wikiprojects.2C_and_assessments_of_articles.27_importance_and_quality\n",
      "#Hardware_operations_and_support\n",
      "#Internal_research_and_operational_development\n",
      "#Internal_news_publications\n",
      "#Access_to_content\n",
      "#Content_licensing\n",
      "#Methods_of_access\n",
      "#Mobile_access\n",
      "#Cultural_impact\n",
      "#Readership\n",
      "#Cultural_significance\n",
      "#Awards\n",
      "#Satire\n",
      "#Sister_projects_.E2.80.93_Wikimedia\n",
      "#Publishing\n",
      "#Scientific_use\n",
      "#Related_projects\n",
      "#See_also\n",
      "#References\n",
      "#Notes\n",
      "#Further_reading\n",
      "#Academic_studies\n",
      "#Books\n",
      "#Book_reviews_and_other_articles\n",
      "#Learning_resources\n",
      "#Other_media_coverage\n",
      "#External_links\n",
      "/wiki/History_of_Wikipedia\n",
      "/wiki/File:Jimmy_Wales_September_2015.jpg\n",
      "/wiki/File:L_Sanger.jpg\n",
      "/wiki/File:Nupedia_logo_and_wordmark.png\n",
      "/wiki/File:Nupedia_logo_and_wordmark.png\n",
      "/wiki/Nupedia\n",
      "#cite_note-27\n",
      "/wiki/Nupedia\n",
      "/wiki/English_language\n",
      "#cite_note-KockJungSyn2016-14\n",
      "/wiki/Bomis\n",
      "/wiki/Web_portal\n",
      "/wiki/Jimmy_Wales\n",
      "/wiki/Larry_Sanger\n",
      "/wiki/Editing\n",
      "/wiki/Open_Content\n",
      "/wiki/GNU_Free_Documentation_License\n",
      "/wiki/Richard_Stallman\n",
      "#cite_note-stallman1999-28\n",
      "#cite_note-autogenerated1-29\n",
      "#cite_note-Meyers-30\n",
      "#cite_note-SangerMemoir-31\n",
      "#cite_note-Sanger-32\n",
      "/wiki/Wiki\n",
      "#cite_note-WM_foundation_of_WP_1-33\n",
      "/wiki/Electronic_mailing_list\n",
      "#cite_note-nupedia_feeder_from_WP_1-34\n",
      "//upload.wikimedia.org/wikipedia/commons/f/ff/How_Wikipedia_contributes_to_free_knowledge.webm\n",
      "/wiki/File:How_Wikipedia_contributes_to_free_knowledge.webm\n",
      "http://www.cbc.ca/ideas/episodes/2014/01/15/the-great-book-of-knowledge-part-1/\n",
      "/wiki/Paul_Kennedy_(host)\n",
      "/wiki/Canadian_Broadcasting_Corporation\n",
      "#cite_note-WikipediaHome-35\n",
      "#cite_note-SangerMemoir-31\n",
      "#cite_note-NPOV-36\n",
      "#cite_note-SangerMemoir-31\n",
      "#cite_note-Seth-Finkelstein-37\n",
      "/wiki/Slashdot\n",
      "/wiki/Web_search_engine\n",
      "#cite_note-Wikipedia_August_08.2C_2001-38\n",
      "#cite_note-Wikipedia_September_25.2C_2001-39\n",
      "#cite_note-WP_early_language_stats_1-40\n",
      "/wiki/English_Wikipedia\n",
      "/wiki/Yongle_Encyclopedia\n",
      "#cite_note-EB_encyclopedia-41\n",
      "/wiki/Spanish_Wikipedia\n",
      "/wiki/Fork_(software_development)\n",
      "/wiki/Enciclopedia_Libre_Universal_en_Espa%C3%B1ol\n",
      "#cite_note-EL_fears_and_start_1-42\n",
      "#cite_note-Shirky-43\n",
      "#cite_note-guardian_WP_user_peak_1-44\n",
      "#cite_note-WP_growth_modelling_1-45\n",
      "/wiki/Palo_Alto_Research_Center\n",
      "#cite_note-wikisym_slowing_growth_1-46\n",
      "https://en.wiktionary.org/wiki/low-hanging_fruit\n",
      "#cite_note-bostonreview_the_end_of_WP_1-47\n",
      "#cite_note-48\n",
      "#cite_note-stanford_WP_lack_of_future_growth_1-49\n",
      "/wiki/Rey_Juan_Carlos_University\n",
      "/wiki/Madrid\n",
      "/wiki/Spain\n",
      "#cite_note-guardian_editors_leaving_1-50\n",
      "#cite_note-51\n",
      "#cite_note-WSJ_WP_losing_editors_1-52\n",
      "#cite_note-telegraph_Wales_WP_not_losing_editors_1-53\n",
      "#cite_note-wiki-women-54\n",
      "/wiki/Technology_Review\n",
      "#cite_note-Simonite-2013-55\n",
      "/wiki/The_Atlantic\n",
      "#cite_note-56\n",
      "/wiki/New_York_(magazine)\n",
      "#cite_note-57\n",
      "/wiki/File:History_Wikipedia_English_SOPA_2012_Blackout2.jpg\n",
      "/wiki/File:History_Wikipedia_English_SOPA_2012_Blackout2.jpg\n",
      "/wiki/Stop_Online_Piracy_Act\n",
      "//upload.wikimedia.org/wikipedia/commons/4/4d/Wikipedia_Edit_2014.webm\n",
      "/wiki/File:Wikipedia_Edit_2014.webm\n",
      "/wiki/List_of_most_popular_websites\n",
      "/wiki/ComScore\n",
      "/wiki/New_York_Times\n",
      "/wiki/Apple_Inc.\n",
      "#cite_note-58\n",
      "//en.wikipedia.org/w/index.php?title=Wikipedia&action=edit\n",
      "#cite_note-Alexa_siteinfo-10\n",
      "#cite_note-Alexa_top-59\n",
      "/wiki/Alexa_Internet\n",
      "#cite_note-60\n",
      "/wiki/Page_view\n",
      "/wiki/Unique_visitor\n",
      "#cite_note-small_screen-21\n",
      "/wiki/Stop_Online_Piracy_Act\n",
      "/wiki/PROTECT_IP_Act\n",
      "/wiki/2012_Wikipedia_blackout\n",
      "#cite_note-LA_Times_Jan_19-61\n",
      "#cite_note-BBC_WP_blackout_protest_1-62\n",
      "#cite_note-63\n",
      "/wiki/Stigmergy\n",
      "#cite_note-sagepub_WP_and_encyclopedic_production_1-64\n",
      "#cite_note-theatlantic_WP_actually_a_reversion_1-65\n",
      "#cite_note-economictimes.indiatimes.com-66\n",
      "/wiki/Knowledge_Graph\n",
      "#cite_note-economictimes.indiatimes.com-66\n",
      "#cite_note-economictimes.indiatimes.com-66\n",
      "#cite_note-Alexa-67\n",
      "#cite_note-stats.wikimedia-68\n",
      "#cite_note-stats.wikimedia-68\n",
      "/wiki/File:History_Comparison_Example_(Vector).png\n",
      "/wiki/File:History_Comparison_Example_(Vector).png\n",
      "/wiki/Procrastination\n",
      "#cite_note-69\n",
      "#cite_note-zittrain-70\n",
      "#cite_note-zittrain-70\n",
      "#cite_note-71\n",
      "#cite_note-WP_protection_policy_1-72\n",
      "#cite_note-73\n",
      "/wiki/Help:Semi-protection\n",
      "/wiki/Wikipedia:ECP\n",
      "/wiki/Wikipedia:Autoconfirmed\n",
      "/wiki/Wikipedia:XCON\n",
      "#cite_note-74\n",
      "/wiki/Administrators_(Wikipedia)\n",
      "#cite_note-75\n",
      "/wiki/German_Wikipedia\n",
      "#cite_note-WP_some_sites_stable_versions_1-76\n",
      "#cite_note-BInsider_pending_changes_intro_1-77\n",
      "#cite_note-78\n",
      "/wiki/File:Wikipedia_editing_interface.png\n",
      "/wiki/File:Wikipedia_editing_interface.png\n",
      "#cite_note-79\n",
      "#cite_note-Torsten_Kleinz-80\n",
      "/wiki/Help:Recent_changes\n",
      "/wiki/Recent_changes\n",
      "#cite_note-81\n",
      "/wiki/Transaction_cost\n",
      "/wiki/Wiki\n",
      "#cite_note-FMonday_collaborative_effort_1-82\n",
      "/wiki/Vandalism_on_Wikipedia\n",
      "#cite_note-upenn_link_spamming_1-83\n",
      "#cite_note-WP_vandalism_manipulation_1-84\n",
      "/wiki/File:John_Seigenthaler_Sr._speaking.jpg\n",
      "/wiki/File:John_Seigenthaler_Sr._speaking.jpg\n",
      "/wiki/John_Seigenthaler\n",
      "/wiki/Seigenthaler_incident\n",
      "#cite_note-MIT_IBM_study-85\n",
      "#cite_note-CreatingDestroyingAndRestoringValue-86\n",
      "#cite_note-Seigenthaler-87\n",
      "/wiki/Seigenthaler_biography_incident\n",
      "/wiki/John_Seigenthaler\n",
      "#cite_note-Seigenthaler-87\n",
      "#cite_note-Seigenthaler-87\n",
      "/wiki/USA_Today\n",
      "/wiki/Freedom_Forum\n",
      "/wiki/First_Amendment_Center\n",
      "/wiki/Vanderbilt_University\n",
      "#cite_note-book_The_World_is_Flat_1-88\n",
      "#cite_note-89\n",
      "#cite_note-Seigenthaler-87\n",
      "/wiki/Wikipedia:Biographies_of_living_persons\n",
      "#cite_note-90\n",
      "/wiki/Wikipedia:Five_pillars\n",
      "/wiki/File:Jimbo_at_Fosdem_cropped.jpg\n",
      "http://www.cbsnews.com/news/wikipedia-jimmy-wales-morley-safer-60-minutes/\n",
      "/wiki/60_Minutes\n",
      "/wiki/CBS\n",
      "/wiki/Copyright\n",
      "/wiki/Virginia\n",
      "/wiki/Wikipedia:Five_pillars\n",
      "/wiki/Wikipedia:List_of_policies_and_guidelines\n",
      "#cite_note-pcworld_who.27s_behind_WP-91\n",
      "/wiki/Wikipedia:Enforcement\n",
      "#cite_note-WP_some_sites_stable_versions_1-76\n",
      "https://en.wiktionary.org/wiki/encyclopedic\n",
      "#cite_note-WP_content_policy_1-92\n",
      "/wiki/Notability_in_the_English_Wikipedia\n",
      "#cite_note-WP_notability_guide_1-93\n",
      "#cite_note-NOR-94\n",
      "/wiki/Wikipedia:No_original_research\n",
      "/wiki/Wikipedia:Identifying_reliable_sources\n",
      "#cite_note-WP_Verifiability_policy_1-95\n",
      "#cite_note-IHT_WP_valid_info_wrong_removable_1-96\n",
      "#cite_note-autogenerated2-97\n",
      "#cite_note-alternet_WP_unethical_editing_destroy.27s_credibility_1-98\n",
      "/wiki/Wikipedia:Administration\n",
      "/wiki/Anarchy\n",
      "/wiki/Democracy\n",
      "#cite_note-99\n",
      "#cite_note-100\n",
      "#cite_note-101\n",
      "/wiki/Tragedy_of_the_commons\n",
      "/wiki/Flow_(psychology)\n",
      "#cite_note-102\n",
      "/wiki/Administrators_(Wikipedia)\n",
      "#cite_note-103\n",
      "#cite_note-David_Mehegan-104\n",
      "#cite_note-105\n",
      "#cite_note-106\n",
      "#cite_note-107\n",
      "/wiki/Wikipedia:EW\n",
      "#cite_note-108\n",
      "#cite_note-NBC_WP_editorial_warzone_1-109\n",
      "#cite_note-110\n",
      "/wiki/Wikipedia:Third_opinion\n",
      "/wiki/Wikipedia:RfC\n",
      "/wiki/Arbitration_Committee\n",
      "#cite_note-emory_disputes_handled_1-111\n",
      "/wiki/Wikipedia:Neutral_point_of_view\n",
      "/wiki/Wikipedia:Probation\n",
      "/wiki/Wikipedia:BAN\n",
      "/wiki/Anti-social_behavior\n",
      "#cite_note-112\n",
      "/wiki/Wikipedia_community\n",
      "//upload.wikimedia.org/wikipedia/commons/6/61/Wikimania_-_the_Wikimentary.webm\n",
      "/wiki/File:Wikimania_-_the_Wikimentary.webm\n",
      "/wiki/Wikimania#2005\n",
      "/wiki/Wikimedia_Foundation\n",
      "/wiki/Frankfurt_am_Main\n",
      "/wiki/Germany\n",
      "#cite_note-113\n",
      "//upload.wikimedia.org/wikipedia/commons/2/27/Editing_Hoxne_Hoard_at_the_British_Museum.ogv\n",
      "/wiki/File:Editing_Hoxne_Hoard_at_the_British_Museum.ogv\n",
      "/wiki/British_Museum\n",
      "/wiki/Hoxne_Hoard\n",
      "/wiki/Cult\n",
      "#cite_note-114\n",
      "#cite_note-115\n",
      "/wiki/Credential\n",
      "/wiki/Anti-elitism\n",
      "#cite_note-116\n",
      "/wiki/Wikipedia:Barnstars\n",
      "#cite_note-117\n",
      "#cite_note-user_identification-118\n",
      "#cite_note-119\n",
      "#cite_note-blodget-120\n",
      "#cite_note-121\n",
      "/wiki/Aaron_Swartz\n",
      "#cite_note-122\n",
      "/wiki/Special:Statistics\n",
      "/wiki/Special:ActiveUsers\n",
      "/wiki/Special:ActiveUsers\n",
      "#cite_note-labor_squeeze_on_WP_1-123\n",
      "#cite_note-labor_squeeze_on_WP_1-123\n",
      "#cite_note-legal_edu_and_WP_1-124\n",
      "/wiki/IP_addresses\n",
      "/wiki/Dartmouth_College\n",
      "#cite_note-sciam_good_samaritans_1-125\n",
      "#cite_note-blodget-120\n",
      "/wiki/Business_Insider\n",
      "/wiki/Henry_Blodget\n",
      "#cite_note-blodget-120\n",
      "#cite_note-liebertonline_view_on_WP_users_1-126\n",
      "#cite_note-newscientist_view_on_WP_users_1-127\n",
      "#cite_note-128\n",
      "#cite_note-newscientist_WP_boom_to_bust_1-129\n",
      "/wiki/File:WMF_Strategic_Plan_Survey.svg\n",
      "/wiki/File:WMF_Strategic_Plan_Survey.svg\n",
      "#cite_note-130\n",
      "/wiki/University_of_Minnesota\n",
      "#cite_note-131\n",
      "/wiki/New_York_Times\n",
      "#cite_note-132\n",
      "/wiki/Sue_Gardner\n",
      "#cite_note-NYT_WP_contributors_gender_1-133\n",
      "#cite_note-NYT_WP_male_domination_1-134\n",
      "/wiki/Edit-a-thon\n",
      "#cite_note-135\n",
      "#cite_note-136\n",
      "/wiki/Jimmy_Wales\n",
      "/wiki/Wikimedia_Foundation\n",
      "#cite_note-BBC-137\n",
      "/wiki/Bloomberg_News\n",
      "#cite_note-138\n",
      "/wiki/List_of_Wikipedias\n",
      "/wiki/English_Wikipedia\n",
      "/wiki/Swedish_Wikipedia\n",
      "/wiki/Cebuano_Wikipedia\n",
      "/wiki/German_Wikipedia\n",
      "/wiki/Dutch_Wikipedia\n",
      "/wiki/French_Wikipedia\n",
      "/wiki/Russian_Wikipedia\n",
      "/wiki/Italian_Wikipedia\n",
      "/wiki/Spanish_Wikipedia\n",
      "/wiki/Waray-Waray_Wikipedia\n",
      "/wiki/Polish_Wikipedia\n",
      "/wiki/Vietnamese_Wikipedia\n",
      "/wiki/Japanese_Wikipedia\n",
      "/wiki/Portuguese_Wikipedia\n",
      "/wiki/Chinese_Wikipedia\n",
      "/wiki/Ukrainian_Wikipedia\n",
      "/wiki/Catalan_Wikipedia\n",
      "/wiki/Persian_Wikipedia\n",
      "#cite_note-ListOfWikipedias-139\n",
      "#cite_note-WP_list_of_WPs_1-140\n",
      "//en.wikipedia.org/w/index.php?title=Wikipedia&action=edit\n",
      "/wiki/Subdomain\n",
      "#cite_note-Alexa_siteinfo-10\n",
      "/wiki/English_Wikipedia\n",
      "/wiki/Cebuano_Wikipedia\n",
      "/wiki/Swedish_Wikipedia\n",
      "/wiki/German_Wikipedia\n",
      "/wiki/Dutch_Wikipedia\n",
      "/wiki/French_Wikipedia\n",
      "#cite_note-WP_list_of_WPs_by_article_1-141\n",
      "#cite_note-meta.wikimedia-142\n",
      "/wiki/English_Wikipedia\n",
      "/wiki/Cebuano_Wikipedia\n",
      "/wiki/Swedish_Wikipedia\n",
      "/wiki/German_Wikipedia\n",
      "/wiki/Dutch_Wikipedia\n",
      "/wiki/French_Wikipedia\n",
      "/wiki/Russian_Wikipedia\n",
      "/wiki/Italian_Wikipedia\n",
      "/wiki/Spanish_Wikipedia\n",
      "/wiki/Waray_Wikipedia\n",
      "/wiki/Polish_Wikipedia\n",
      "/wiki/Vietnamese_Wikipedia\n",
      "/wiki/Japanese_Wikipedia\n",
      "/wiki/Portuguese_Wikipedia\n",
      "#cite_note-143\n",
      "/wiki/English_Wikipedia\n",
      "/wiki/Cebuano_Wikipedia\n",
      "/wiki/Swedish_Wikipedia\n",
      "/wiki/German_Wikipedia\n",
      "/wiki/Dutch_Wikipedia\n",
      "/wiki/French_Wikipedia\n",
      "/wiki/Russian_Wikipedia\n",
      "/wiki/Italian_Wikipedia\n",
      "/wiki/Spanish_Wikipedia\n",
      "/wiki/Waray_Wikipedia\n",
      "/wiki/Polish_Wikipedia\n",
      "/wiki/Vietnamese_Wikipedia\n",
      "/wiki/Japanese_Wikipedia\n",
      "/wiki/Portuguese_Wikipedia\n",
      "/wiki/Chinese_Wikipedia\n",
      "/wiki/Ukrainian_Wikipedia\n",
      "/wiki/Persian_Wikipedia\n",
      "/wiki/Catalan_Wikipedia\n",
      "/wiki/Arabic_Wikipedia\n",
      "/wiki/Norwegian_Wikipedia\n",
      "/wiki/World_Wide_Web\n",
      "/wiki/English_Wikipedia\n",
      "/wiki/American_and_British_English_spelling_differences\n",
      "/wiki/Color\n",
      "#cite_note-WP_spelling_MOS_1-144\n",
      "#cite_note-WP_countering_bias_1-145\n",
      "/wiki/Free_content\n",
      "/wiki/Fair_use\n",
      "#cite_note-WP_meta_fair_use_1-146\n",
      "#cite_note-WP_meta_WP_images_1-147\n",
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      "http://www.bbc.co.uk/news/technology-24613608\n",
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      "/wiki/Wikipedia\n",
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      "#\n",
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      "#\n",
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      "https://donate.wikimedia.org/wiki/Special:FundraiserRedirector?utm_source=donate&utm_medium=sidebar&utm_campaign=C13_en.wikipedia.org&uselang=en\n",
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      "https://crh.wikipedia.org/wiki/Vikipediya\n",
      "https://ty.wikipedia.org/wiki/Vitipetia\n",
      "https://ksh.wikipedia.org/wiki/Wikipedia\n",
      "https://ro.wikipedia.org/wiki/Wikipedia\n",
      "https://rmy.wikipedia.org/wiki/Vikipidiya\n",
      "https://rm.wikipedia.org/wiki/Vichipedia\n",
      "https://qu.wikipedia.org/wiki/Wikipidiya\n",
      "https://rue.wikipedia.org/wiki/%D0%92%D1%96%D0%BA%D1%96%D0%BF%D0%B5%D0%B4%D1%96%D1%8F\n",
      "https://ru.wikipedia.org/wiki/%D0%92%D0%B8%D0%BA%D0%B8%D0%BF%D0%B5%D0%B4%D0%B8%D1%8F\n",
      "https://sah.wikipedia.org/wiki/%D0%91%D0%B8%D0%BA%D0%B8%D0%BF%D0%B8%D1%8D%D0%B4%D1%8C%D0%B8%D0%B9%D1%8D\n",
      "https://se.wikipedia.org/wiki/Wikipedia\n",
      "https://sm.wikipedia.org/wiki/Wikipedia\n",
      "https://sa.wikipedia.org/wiki/%E0%A4%B5%E0%A4%BF%E0%A4%95%E0%A4%BF%E0%A4%AA%E0%A5%80%E0%A4%A1%E0%A4%BF%E0%A4%AF%E0%A4%BE\n",
      "https://sg.wikipedia.org/wiki/W%C3%AFk%C3%AFp%C3%AAd%C3%AFy%C3%A4a\n",
      "https://sc.wikipedia.org/wiki/Wikipedia\n",
      "https://sco.wikipedia.org/wiki/Wikipaedia\n",
      "https://stq.wikipedia.org/wiki/Wikipedia\n",
      "https://nso.wikipedia.org/wiki/Wikipedia\n",
      "https://tn.wikipedia.org/wiki/Wikipedia\n",
      "https://sq.wikipedia.org/wiki/Wikipedia\n",
      "https://scn.wikipedia.org/wiki/Wikipedia\n",
      "https://si.wikipedia.org/wiki/%E0%B7%80%E0%B7%92%E0%B6%9A%E0%B7%92%E0%B6%B4%E0%B7%93%E0%B6%A9%E0%B7%92%E0%B6%BA%E0%B7%8F\n",
      "https://simple.wikipedia.org/wiki/Wikipedia\n",
      "https://sd.wikipedia.org/wiki/%D9%88%DA%AA%D9%8A%D9%BE%D9%8A%DA%8A%D9%8A%D8%A7\n",
      "https://ss.wikipedia.org/wiki/Wikipedia\n",
      "https://sk.wikipedia.org/wiki/Wikip%C3%A9dia\n",
      "https://sl.wikipedia.org/wiki/Wikipedija\n",
      "https://cu.wikipedia.org/wiki/%D0%92%D0%B8%D0%BA%D0%B8%D0%BF%D1%94%D0%B4%D1%97%EA%99%97\n",
      "https://szl.wikipedia.org/wiki/Wikipedyjo\n",
      "https://so.wikipedia.org/wiki/Wikipedia\n",
      "https://ckb.wikipedia.org/wiki/%D9%88%DB%8C%DA%A9%DB%8C%D9%BE%DB%8C%D8%AF%DB%8C%D8%A7\n",
      "https://srn.wikipedia.org/wiki/Wikipedia\n",
      "https://sr.wikipedia.org/wiki/%D0%92%D0%B8%D0%BA%D0%B8%D0%BF%D0%B5%D0%B4%D0%B8%D1%98%D0%B0\n",
      "https://sh.wikipedia.org/wiki/Wikipedia\n",
      "https://su.wikipedia.org/wiki/Wikip%C3%A9dia\n",
      "https://fi.wikipedia.org/wiki/Wikipedia\n",
      "https://sv.wikipedia.org/wiki/Wikipedia\n",
      "https://tl.wikipedia.org/wiki/Wikipedia\n",
      "https://ta.wikipedia.org/wiki/%E0%AE%B5%E0%AE%BF%E0%AE%95%E0%AF%8D%E0%AE%95%E0%AE%BF%E0%AE%AA%E0%AF%8D%E0%AE%AA%E0%AF%80%E0%AE%9F%E0%AE%BF%E0%AE%AF%E0%AE%BE\n",
      "https://kab.wikipedia.org/wiki/Wikipedia\n",
      "https://roa-tara.wikipedia.org/wiki/Uicchip%C3%A8die\n",
      "https://tt.wikipedia.org/wiki/%D0%92%D0%B8%D0%BA%D0%B8%D0%BF%D0%B5%D0%B4%D0%B8%D1%8F\n",
      "https://te.wikipedia.org/wiki/%E0%B0%B5%E0%B0%BF%E0%B0%95%E0%B1%80%E0%B0%AA%E0%B1%80%E0%B0%A1%E0%B0%BF%E0%B0%AF%E0%B0%BE\n",
      "https://tet.wikipedia.org/wiki/Wikip%C3%A9dia\n",
      "https://th.wikipedia.org/wiki/%E0%B8%A7%E0%B8%B4%E0%B8%81%E0%B8%B4%E0%B8%9E%E0%B8%B5%E0%B9%80%E0%B8%94%E0%B8%B5%E0%B8%A2\n",
      "https://ti.wikipedia.org/wiki/%E1%8B%8A%E1%8A%AA%E1%8D%94%E1%8B%B2%E1%8B%AB\n",
      "https://tg.wikipedia.org/wiki/%D0%92%D0%B8%D0%BA%D0%B8%D0%BF%D0%B5%D0%B4%D0%B8%D0%B0\n",
      "https://chr.wikipedia.org/wiki/%E1%8F%AB%E1%8E%A9%E1%8F%87%E1%8F%97%E1%8F%AF\n",
      "https://chy.wikipedia.org/wiki/Vekepete%27a\n",
      "https://ve.wikipedia.org/wiki/Wikipedia\n",
      "https://tr.wikipedia.org/wiki/Vikipedi\n",
      "https://tk.wikipedia.org/wiki/Wikipedi%C3%BDa\n",
      "https://tw.wikipedia.org/wiki/Wikipedia\n",
      "https://tyv.wikipedia.org/wiki/%D0%92%D0%B8%D0%BA%D0%B8%D0%BF%D0%B5%D0%B4%D0%B8%D1%8F\n",
      "https://udm.wikipedia.org/wiki/%D0%92%D0%B8%D0%BA%D0%B8%D0%BF%D0%B5%D0%B4%D0%B8%D1%8F\n",
      "https://bug.wikipedia.org/wiki/Wikipedia\n",
      "https://uk.wikipedia.org/wiki/%D0%92%D1%96%D0%BA%D1%96%D0%BF%D0%B5%D0%B4%D1%96%D1%8F\n",
      "https://ur.wikipedia.org/wiki/%D9%88%DB%8C%DA%A9%DB%8C%D9%BE%DB%8C%DA%88%DB%8C%D8%A7\n",
      "https://ug.wikipedia.org/wiki/%DB%8B%D9%89%D9%83%D9%89%D9%BE%DB%90%D8%AF%D9%89%D9%8A%DB%95\n",
      "https://za.wikipedia.org/wiki/Veizgiek_Bakgoh\n",
      "https://vec.wikipedia.org/wiki/Wikipedia\n",
      "https://vep.wikipedia.org/wiki/Vikipedii\n",
      "https://vi.wikipedia.org/wiki/Wikipedia\n",
      "https://vo.wikipedia.org/wiki/V%C3%BCkiped\n",
      "https://fiu-vro.wikipedia.org/wiki/Vikipeedi%C3%A4\n",
      "https://wa.wikipedia.org/wiki/Wikipedia\n",
      "https://zh-classical.wikipedia.org/wiki/%E7%B6%AD%E5%9F%BA%E5%A4%A7%E5%85%B8\n",
      "https://vls.wikipedia.org/wiki/Wikipedia\n",
      "https://war.wikipedia.org/wiki/Wikipedia\n",
      "https://wo.wikipedia.org/wiki/Wikipedia\n",
      "https://wuu.wikipedia.org/wiki/%E7%BB%B4%E5%9F%BA%E7%99%BE%E7%A7%91\n",
      "https://ts.wikipedia.org/wiki/Wikipediya\n",
      "https://yi.wikipedia.org/wiki/%D7%95%D7%95%D7%99%D7%A7%D7%99%D7%A4%D7%A2%D7%93%D7%99%D7%A2\n",
      "https://yo.wikipedia.org/wiki/Wikipedia\n",
      "https://zh-yue.wikipedia.org/wiki/%E7%B6%AD%E5%9F%BA%E7%99%BE%E7%A7%91\n",
      "https://diq.wikipedia.org/wiki/Wikipediya\n",
      "https://zea.wikipedia.org/wiki/Wikipedia\n",
      "https://bat-smg.wikipedia.org/wiki/Vikiped%C4%97j%C4%97\n",
      "https://zh.wikipedia.org/wiki/%E7%BB%B4%E5%9F%BA%E7%99%BE%E7%A7%91\n",
      "https://dty.wikipedia.org/wiki/%E0%A4%B5%E0%A4%BF%E0%A4%95%E0%A4%BF%E0%A4%AA%E0%A4%BF%E0%A4%A1%E0%A4%BF%E0%A4%AF%E0%A4%BE\n",
      "https://www.wikidata.org/wiki/Q52#sitelinks-wikipedia\n",
      "//en.wikipedia.org/wiki/Wikipedia:Text_of_Creative_Commons_Attribution-ShareAlike_3.0_Unported_License\n",
      "//creativecommons.org/licenses/by-sa/3.0/\n",
      "//wikimediafoundation.org/wiki/Terms_of_Use\n",
      "//wikimediafoundation.org/wiki/Privacy_policy\n",
      "//www.wikimediafoundation.org/\n",
      "https://wikimediafoundation.org/wiki/Privacy_policy\n",
      "/wiki/Wikipedia:About\n",
      "/wiki/Wikipedia:General_disclaimer\n",
      "//en.wikipedia.org/wiki/Wikipedia:Contact_us\n",
      "https://www.mediawiki.org/wiki/Special:MyLanguage/How_to_contribute\n",
      "https://wikimediafoundation.org/wiki/Cookie_statement\n",
      "//en.m.wikipedia.org/w/index.php?title=Wikipedia&mobileaction=toggle_view_mobile\n",
      "https://wikimediafoundation.org/\n",
      "//www.mediawiki.org/\n"
     ]
    }
   ],
   "source": [
    "#!/usr/bin/python\n",
    "# coding: utf-8\n",
    "\n",
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "import time\n",
    "\n",
    "headers = {'User-Agent' : 'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6'} \n",
    "r = requests.get(\"https://en.wikipedia.org/wiki/Wikipedia\", headers= headers)\n",
    "html = r.text\n",
    "bsObj = BeautifulSoup(html, \"lxml\")\n",
    "\n",
    "for link in bsObj.findAll(\"a\"):\n",
    "    if 'href' in link.attrs:\n",
    "        print (link.attrs['href'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 12.3 项目实施（深度优先的递归爬虫）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#!/usr/bin/python\n",
    "# coding: utf-8\n",
    "\n",
    "import requests\n",
    "import re\n",
    "import time\n",
    "\n",
    "exist_url = []\n",
    "news_ids = []\n",
    "g_writecount = 0\n",
    "\n",
    "def scrappy(url, depth = 1):\n",
    "    global g_writecount    \n",
    "    try:\n",
    "        headers = {'User-Agent' : 'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6'} \n",
    "        r = requests.get(\"https://en.wikipedia.org/wiki/\" + url, headers= headers)\n",
    "        html = r.text\n",
    "    except Exception as e: \n",
    "        print ('Failed downloading and saving', url)\n",
    "        print (e)\n",
    "        exist_url.append(url)\n",
    "        return None\n",
    "    \n",
    "    exist_url.append(url)\n",
    "    link_list = re.findall('<a href=\"/wiki/([^:#=<>]*?)\".*?</a>',html)\n",
    "    unique_list = list(set(link_list) - set(exist_url))\n",
    "    \n",
    "    for eachone in unique_list:\n",
    "        g_writecount += 1\n",
    "        output = \"No.\" + str(g_writecount) + \"\\t Depth:\" +  str(depth) + \"\\t\"+ url + ' -> ' + eachone + '\\n'\n",
    "        #print (output)\n",
    "        with open('link_12-3.txt', \"a+\") as f:\n",
    "            f.write(output)\n",
    "            f.close()\n",
    "\n",
    "        if depth < 2:\n",
    "            scrappy(eachone, depth+1)\n",
    "\n",
    "scrappy(\"Wikipedia\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 12.4 项目进阶（广度优先的多线程爬虫）\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#!/usr/bin/env python  \n",
    "#coding=utf-8  \n",
    "import threading  \n",
    "import requests\n",
    "import re  \n",
    "import time  \n",
    "g_mutex = threading.Condition()  \n",
    "g_pages = [] #从中解析所有url链接  \n",
    "g_queueURL = [] #等待爬取的url链接列表  \n",
    "g_existURL = [] #已经爬取过的url链接列表    \n",
    "g_writecount = 0 #找到的链接数\n",
    "\n",
    "class Crawler:  \n",
    "    def __init__(self,url,threadnum):   \n",
    "        self.url=url  \n",
    "        self.threadnum=threadnum  \n",
    "        self.threadpool=[]   \n",
    "\n",
    "    def craw(self):  #爬虫的控制大脑，包括爬取网页，更新队列\n",
    "        global g_queueURL  \n",
    "        g_queueURL.append(url)\n",
    "        depth=1\n",
    "        while(depth < 3):    \n",
    "            print ('Searching depth ',depth,'...\\n')  \n",
    "            self.downloadAll()  \n",
    "            self.updateQueueURL()\n",
    "            g_pages = []\n",
    "            depth += 1  \n",
    "\n",
    "    def downloadAll(self): #调用多线程爬虫，在小于线程最大值和没爬完队列之前，会增加线程\n",
    "        global g_queueURL    \n",
    "        i=0  \n",
    "        while i<len(g_queueURL):  \n",
    "            j=0  \n",
    "            while j<self.threadnum and i+j < len(g_queueURL):    \n",
    "                threadresult = self.download(g_queueURL[i+j],j)    \n",
    "                j+=1  \n",
    "            i += j  \n",
    "            for thread in self.threadpool:  \n",
    "                thread.join(30)  \n",
    "            threadpool=[]  \n",
    "        g_queueURL=[]  \n",
    "\n",
    "    def download(self,url,tid): #调用多线程爬虫 \n",
    "        crawthread=CrawlerThread(url,tid)  \n",
    "        self.threadpool.append(crawthread)  \n",
    "        crawthread.start()  \n",
    "\n",
    "    def updateQueueURL(self): #完成一个深度的爬虫之后，更新队列\n",
    "        global g_queueURL  \n",
    "        global g_existURL  \n",
    "        newUrlList=[]  \n",
    "        for content in g_pages:  \n",
    "            newUrlList+=self.getUrl(content)  \n",
    "        g_queueURL=list(set(newUrlList)-set(g_existURL))    \n",
    "\n",
    "    def getUrl(self,content): #从获取的网页中解析url \n",
    "        link_list = re.findall('<a href=\"/wiki/([^:#=<>]*?)\".*?</a>',content)\n",
    "        unique_list = list(set(link_list)) \n",
    "        return unique_list  \n",
    "\n",
    "class CrawlerThread(threading.Thread): #爬虫线程\n",
    "    def __init__(self,url,tid):  \n",
    "        threading.Thread.__init__(self)  \n",
    "        self.url=url  \n",
    "        self.tid=tid  \n",
    "    def run(self):  \n",
    "        global g_mutex    \n",
    "        global g_writecount  \n",
    "        try:\n",
    "            print (self.tid, \"crawl \", self.url)\n",
    "            headers = {'User-Agent' : 'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6'} \n",
    "            r = requests.get(\"https://en.wikipedia.org/wiki/\" + self.url, headers= headers)\n",
    "            html = r.text\n",
    "\n",
    "            link_list2 = re.findall('<a href=\"/wiki/([^:#=<>]*?)\".*?</a>',html)\n",
    "            unique_list2 = list(set(link_list2))\n",
    "            for eachone in unique_list2:\n",
    "                g_writecount += 1\n",
    "                content2 = \"No.\" + str(g_writecount) + \"\\t Thread\" +  str(self.tid) + \"\\t\"+ self.url + '->' + eachone +'\\n'\n",
    "                with open('title2.txt', \"a+\") as f:\n",
    "                    f.write(content2)\n",
    "                    f.close()\n",
    "        except Exception as e: \n",
    "            g_mutex.acquire()  \n",
    "            g_existURL.append(self.url)   \n",
    "            g_mutex.release()  \n",
    "            print ('Failed downloading and saving',self.url)\n",
    "            print (e)\n",
    "            return None\n",
    "        g_mutex.acquire()  \n",
    "        g_pages.append(html)  \n",
    "        g_existURL.append(self.url)  \n",
    "        g_mutex.release()\n",
    "\n",
    "if __name__ == \"__main__\":\n",
    "    url = \"Wikipedia\"\n",
    "    threadnum = 5\n",
    "    crawler = Crawler(url,threadnum)  \n",
    "    crawler.craw()  "
   ]
  }
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